2) EDA

Here is all the exploratory data analysis we did on our cleaned data to determine what features we would use for our models.

Mask Use EDA

Hospital Beds EDA

mask.csv basic inspection

Vaccine Allocation EDA

Plot some graphies in the oder of total allocations

add population into graphies


Top 10 states with the most population, and value on top of each bar are the total vaccine allocation


Total Population per state with the bar text been the vaccine allocation per state


all the states with their total vaccine allocation, the text on each bar are allocation too

EDA California Vaccine Administration

Hospitals Beds Per County EDA

Creating Confirmed population density column

Using Geopandas for plotting

join the geodataframe with the cleaned up csv dataframe

Plotting the density data by County